A Semantic Knowledge based Context-aware Formalism for Smart Border Surveillance System

被引:0
作者
Makia Nazir
Hafiz Mahfooz Ul Haque
Kiran Saleem
机构
[1] University of South Asia,Department of Computer Science
[2] University of Lahore,Department of Software Engineering
来源
Mobile Networks and Applications | 2022年 / 27卷
关键词
Context-awareness; Multi-agents; e-surveillance; Ontology; NetLogo;
D O I
暂无
中图分类号
学科分类号
摘要
This paper presents a semantic knowledge-based context-aware smart border surveillance system to monitor suspicious activities across the border or nearby red zones and assists in handling hazardous situations using context acquisition, observation, monitoring, and generating alerts without or with minimal human intervention. The proposed formalism has an intelligent decision support mechanism to take decisions intelligently on behalf of the user, infer a plan to prevent the damages caused by the suspicious entities, and adapt itself according to the current context of use. We propose algorithms for a smart border vigilance system to present the system flow on detecting suspicious activities in the red zone and rescuing from hazards. We develop a simple case study of a smart border surveillance system and simulate the agents’ reasoning process using NetLogo simulator to analyze the behaviour in terms of efficiency and efficacy of the system.
引用
收藏
页码:2036 / 2048
页数:12
相关论文
共 43 条
  • [1] Alemdar H(2010)Wireless sensor networks for healthcare: A survey Comput Netw 54 2688-2710
  • [2] Ersoy C(2007)A survey on context-aware systems Int J Ad Hoc Ubiquit Comput 2 263-277
  • [3] Baldauf M(2012)A survey of context data distribution for mobile ubiquitous systems ACM Comput Surv (CSUR) 44 1-45
  • [4] Dustdar S(2007)Simulation modelling and analysis of a border security system Eur J Oper Res 180 1394-1410
  • [5] Rosenberg F(2009)OWL 2 web ontology language primer W3C Recomm 27 123-178
  • [6] Bellavista P(2008)Ontology context model for context-aware learning service in ubiquitous learning environments Int J Comput 2 172-20607
  • [7] Corradi A(2015)Context aware middleware architectures: Survey and challenges Sensors 15 20570-285
  • [8] Fanelli M(2019)Border security system Int J Recent Innov Trends Comput Commun 5 283-621
  • [9] Foschini L(2010)See-through walls: Motion tracking using variance-based radio tomography networks IEEE Trans Mob Comput 10 612-670
  • [10] Çelik G(2019)Semantic knowledge transformation for context-aware heterogeneous formalisms Int J Adv Comput Sci Appl (IJACSA) 10 664-486